Catherine Cukras

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 7

Top Topics

Diabetic Retinopathy

Vessel Segmentation

Lesion Segmentation

Top Venues

Medical Imaging: Computer-Aided Diagnosis

IEEE Trans. Medical Imaging

Medical Imaging: Image Processing

Publications

Souvick Mukherjee, Cameron Duic, Tharindu De Silva, Tiarnan D. Keenan, Alisa T. Thavikulwat, Emily Y. Chew, Catherine Cukras
Drusen segmentation in color fundus photographs for drusenoid pigment epithelial detachment patients based on ground-truth derived from SD-OCTs. Medical Imaging: Computer-Aided Diagnosis (2023)
Souvick Mukherjee, Tharindu De Silva, Gopal Jayakar, Peyton Grisso, Henry E. Wiley, Tiarnan D. Keenan, Alisa T. Thavikulwat, Emily Y. Chew, Catherine Cukras
Retinal layer segmentation for age-related macular degeneration patients with 3D-UNet. Medical Imaging: Computer-Aided Diagnosis (2022)
Jianfei Liu, Joanne Li, Amday Wolde, Catherine Cukras, Johnny Tam
Hybrid transformer for lesion segmentation on adaptive optics retinal images. Medical Imaging: Computer-Aided Diagnosis (2022)
Souvick Mukherjee, Tharindu De Silva, Gopal Jayakar, Peyton Grisso, Henry E. Wiley, Tiarnan D. Keenan, Alisa T. Thavikulwat, Emily Y. Chew, Catherine Cukras
Device specific SD-OCT retinal layer segmentation using cycle-generative adversarial networks in patients with AMD. Medical Imaging: Computer-Aided Diagnosis (2022)
Tharindu De Silva, Kristina Heß, Cameron Duic, Souvick Mukherjee, Hector Sandoval, Jessica Aduwo, Tiarnan D. Keenan, Emily Y. Chew, Catherine Cukras
Semi-supervised learning approach for automatic detection of hyperreflective foci in SD-OCT imaging. Medical Imaging: Computer-Aided Diagnosis (2022)
Jianfei Liu, Christine Shen, Nancy Aguilera, Catherine Cukras, Robert B. Hufnagel, Wadih M. Zein, Tao Liu, Johnny Tam
Active Cell Appearance Model Induced Generative Adversarial Networks for Annotation-Efficient Cell Segmentation and Identification on Adaptive Optics Retinal Images. IEEE Trans. Medical Imaging 40 (10) (2021)
Tharindu De Silva, Nathan Hotaling, Emily Y. Chew, Catherine Cukras
Feature-based retinal image registration for longitudinal analysis of patients with age-related macular degeneration. Medical Imaging: Image Processing (2020)